IDEAS home Printed from https://ideas.repec.org/p/imf/imfwpa/2015-111.html
   My bibliography  Save this paper

A Network Analysis of Sectoral Accounts: Identifying Sectoral Interlinkages in G-4 Economies

Author

Listed:
  • Luiza Antoun de Almeida

Abstract

The recent financial crisis highlighted that balance sheet exposures can be a major shock transmission channel. Using sectoral accounts data in combination with data from the Coordinated Portfolio Investment Survey, International Investment Position, and BIS this paper estimates bilateral exposures between financial and non-financial sectors in three different financial instruments within and across G-4 economies (Euro Area, Japan, U.K. and U.S.). The generated financial networks represent a powerful tool for assessing financial stability, as they allow for the identification of systemically important sectors. The analysis suggests that after the financial crisis bilateral exposures in debt securities have increased, while exposures in loans and equities have declined. Shock simulations reveal that the vulnerability of the financial sector to the government sector has increased considerably since the outbreak of the financial crisis.

Suggested Citation

  • Luiza Antoun de Almeida, 2015. "A Network Analysis of Sectoral Accounts: Identifying Sectoral Interlinkages in G-4 Economies," IMF Working Papers 2015/111, International Monetary Fund.
  • Handle: RePEc:imf:imfwpa:2015/111
    as

    Download full text from publisher

    File URL: http://www.imf.org/external/pubs/cat/longres.aspx?sk=42948
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Upper, Christian & Worms, Andreas, 2004. "Estimating bilateral exposures in the German interbank market: Is there a danger of contagion?," European Economic Review, Elsevier, vol. 48(4), pages 827-849, August.
    2. Aldasoro, Iñaki & Delli Gatti, Domenico & Faia, Ester, 2017. "Bank networks: Contagion, systemic risk and prudential policy," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 164-188.
    3. Bonci, Riccardo, 2011. "Monetary policy and the flow of funds in the euro area," Working Paper Series 1402, European Central Bank.
    4. Ruscher Eric & Wolff Guntram B., 2013. "Corporate Balance Sheet Adjustment: Stylized Facts, Causes and Consequences," Review of Economics, De Gruyter, vol. 64(2), pages 117-138, August.
    5. Kartik Anand & Ben Craig & Goetz von Peter, 2015. "Filling in the blanks: network structure and interbank contagion," Quantitative Finance, Taylor & Francis Journals, vol. 15(4), pages 625-636, April.
    6. Castrén, Olli & Kavonius, Ilja Kristian, 2009. "Balance Sheet Interlinkages and Macro-Financial Risk Analysis in the Euro Area," Working Paper Series 1124, European Central Bank.
    7. Bakk-Simon, Klára & Borgioli, Stefano & Giron, Celestino & Hempell, Hannah Sabine & Maddaloni, Angela & Recine, Fabio & Rosati, Simonetta, 2012. "Shadow banking in the Euro area: an overview," Occasional Paper Series 133, European Central Bank.
    8. Mr. Segismundo Fassler & Mr. Manik L. Shrestha & Mr. Reimund Mink, 2012. "An Integrated Framework for Financial Positions and Flowson a From-Whom-To-Whom Basis: Concepts, Status, and Prospects," IMF Working Papers 2012/057, International Monetary Fund.
    9. George Sheldon & Martin Maurer, 1998. "Interbank Lending and Systemic Risk: An Empirical Analysis for Switzerland," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 134(IV), pages 685-704, December.
    10. Robert Heath, 2013. "Why Are The G-20 Data Gaps Initiative And The Sdds Plus Relevant For Financial Stability Analysis?," Journal of International Commerce, Economics and Policy (JICEP), World Scientific Publishing Co. Pte. Ltd., vol. 4(03), pages 1-24.
    11. Mr. Robert M Heath, 2013. "Why are the G-20 Data Gaps Initiative and the SDDS Plus Relevant for Financial Stability Analysis?," IMF Working Papers 2013/006, International Monetary Fund.
    12. Bakk-Simon, Klára & Borgioli, Stefano & Giron, Celestino & Hempell, Hannah S. & Maddaloni, Angela & Recine, Fabio & Rosati, Simonetta, 2012. "Shadow banking in the Euro area: an overview," Occasional Paper Series 133, European Central Bank.
    13. Castrén, Olli & Rancan, Michela, 2014. "Macro-Networks: An application to euro area financial accounts," Journal of Banking & Finance, Elsevier, vol. 46(C), pages 43-58.
    14. Mr. Luca Errico & Artak Harutyunyan & Ms. Elena Loukoianova & Richard Walton & Ms. Yevgeniya Korniyenko & Hanan AbuShanab & Mr. Hyun S Shin, 2014. "Mapping the Shadow Banking System Through a Global Flow of Funds Analysis," IMF Working Papers 2014/010, International Monetary Fund.
    15. Mr. Brad Setser & Nouriel Roubini & Mr. Christian Keller & Mr. Mark Allen & Mr. Christoph B. Rosenberg, 2002. "A Balance Sheet Approach to Financial Crisis," IMF Working Papers 2002/210, International Monetary Fund.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Matteo Ruzzante, 2018. "Financial Crises, Macroeconomic Shocks, and the Government Balance Sheet: A Panel Analysis," IMF Working Papers 2018/093, International Monetary Fund.
    2. Hüser, Anne-Caroline & Kok, Christoffer, 2019. "Mapping bank securities across euro area sectors: comparing funding and exposure networks," Working Paper Series 2273, European Central Bank.
    3. Burcu Tunç & Burcu Çakmak & Cansu Gökçe Zeybek & Bruno Tissot, 2020. "Using financial accounts - a central banking perspective," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Using financial accounts, volume 51, Bank for International Settlements.
    4. Murphy, R. & Palan, R., 2015. "Why the UK’s Fiscal Charter is Doomed to Fail: An analysis of Austerity Economics during the First and the Second Cameron Governments," CITYPERC Working Paper Series 2015/03, Department of International Politics, City University London.
    5. Artak Harutyunyan & Carlos Sánchez Muñoz, 2019. "The IMF balance sheet approach: towards from-whom-to-whom information on cross-border portfolio securities," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Are post-crisis statistical initiatives completed?, volume 49, Bank for International Settlements.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sun, Lixin, 2020. "Financial networks and systemic risk in China's banking system," Finance Research Letters, Elsevier, vol. 34(C).
    2. Spiros Bougheas & Alan Kirman, 2015. "Complex Financial Networks and Systemic Risk: A Review," Dynamic Modeling and Econometrics in Economics and Finance, in: Pasquale Commendatore & Saime Kayam & Ingrid Kubin (ed.), Complexity and Geographical Economics, edition 127, pages 115-139, Springer.
    3. Beck, Günter W. & Kotz, Hans-Helmut & Zabelina, Natalia, 2015. "Euro area macro-financial stability: A flow-of-funds perspective," SAFE White Paper Series 29, Leibniz Institute for Financial Research SAFE.
    4. Nuno Silva, 2010. "Inter-Sector Relations in the Portuguese Economy: an Application of Contingent," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    5. Firano, Zakaria & Filali adib, Fatine, 2019. "Intersectorial contagion risk in Morocco," MPRA Paper 95343, University Library of Munich, Germany.
    6. Bruno Tissot, 2016. "Development of financial sectoral accounts: new opportunities and challenges for supporting financial stability analysis," IFC Working Papers 15, Bank for International Settlements.
    7. Artak Harutyunyan & Mr. Alexander Massara & Giovanni Ugazio & Goran Amidžic & Richard Walton, 2015. "Shedding Light on Shadow Banking," IMF Working Papers 2015/001, International Monetary Fund.
    8. Fathin Faizah Said, 2017. "Global Banking on the Financial Network Modelling: Sectorial Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 49(2), pages 227-253, February.
    9. Beck, Günter Wilfried & Kotz, Hans-Helmut, 2016. "Euro area shadow banking activities in a low-interest-rate environment: A flow-of-funds perspective," SAFE White Paper Series 37, Leibniz Institute for Financial Research SAFE.
    10. Barnett, William A. & Wang, Xue & Xu, Hai-Chuan & Zhou, Wei-Xing, 2022. "Hierarchical contagions in the interdependent financial network," Journal of Financial Stability, Elsevier, vol. 61(C).
    11. Kanno, Masayasu, 2016. "The network structure and systemic risk in the global non-life insurance market," Insurance: Mathematics and Economics, Elsevier, vol. 67(C), pages 38-53.
    12. Hüser, Anne-Caroline & Kok, Christoffer, 2019. "Mapping bank securities across euro area sectors: comparing funding and exposure networks," Bank of England working papers 795, Bank of England.
    13. António R. Antunes & Nuno Silva & Nuno Ribeiro, 2011. "Towards a CCA-based Systemic Risk Indicator," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    14. Henry, Jérôme & Zimmermann, Maik & Leber, Miha & Kolb, Markus & Grodzicki, Maciej & Amzallag, Adrien & Vouldis, Angelos & Hałaj, Grzegorz & Pancaro, Cosimo & Gross, Marco & Baudino, Patrizia & Sydow, , 2013. "A macro stress testing framework for assessing systemic risks in the banking sector," Occasional Paper Series 152, European Central Bank.
    15. Liu, Anqi & Paddrik, Mark & Yang, Steve Y. & Zhang, Xingjia, 2020. "Interbank contagion: An agent-based model approach to endogenously formed networks," Journal of Banking & Finance, Elsevier, vol. 112(C).
    16. repec:ptu:bdpart:a201004 is not listed on IDEAS
    17. Pawe{l} Smaga & Mateusz Wili'nski & Piotr Ochnicki & Piotr Arendarski & Tomasz Gubiec, 2016. "Can banks default overnight? Modeling endogenous contagion on O/N interbank market," Papers 1603.05142, arXiv.org.
    18. Domenico Di Gangi & Fabrizio Lillo & Davide Pirino, 2015. "Assessing systemic risk due to fire sales spillover through maximum entropy network reconstruction," Papers 1509.00607, arXiv.org, revised Jul 2018.
    19. Paul Glasserman & Peyton Young, 2015. "Contagion in Financial Networks," Economics Series Working Papers 764, University of Oxford, Department of Economics.
    20. Morteza Alaeddini & Philippe Madiès & Paul J. Reaidy & Julie Dugdale, 2023. "Interbank money market concerns and actors’ strategies—A systematic review of 21st century literature," Journal of Economic Surveys, Wiley Blackwell, vol. 37(2), pages 573-654, April.
    21. I�aki Aldasoro & Ignazio Angeloni, 2015. "Input-output-based measures of systemic importance," Quantitative Finance, Taylor & Francis Journals, vol. 15(4), pages 589-606, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:imf:imfwpa:2015/111. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Akshay Modi (email available below). General contact details of provider: https://edirc.repec.org/data/imfffus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.